Large Reasoning Models Are (Not Yet) Multilingual Latent Reasoners Paper • 2601.02996 • Published 2 days ago • 4
GARDO: Reinforcing Diffusion Models without Reward Hacking Paper • 2512.24138 • Published 9 days ago • 28
DiRL: An Efficient Post-Training Framework for Diffusion Language Models Paper • 2512.22234 • Published 16 days ago • 19
Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space Paper • 2512.24617 • Published 9 days ago • 54
DiffThinker: Towards Generative Multimodal Reasoning with Diffusion Models Paper • 2512.24165 • Published 9 days ago • 46
Emergent temporal abstractions in autoregressive models enable hierarchical reinforcement learning Paper • 2512.20605 • Published 16 days ago • 60
Schoenfeld's Anatomy of Mathematical Reasoning by Language Models Paper • 2512.19995 • Published 17 days ago • 15
LLaDA2.0: Scaling Up Diffusion Language Models to 100B Paper • 2512.15745 • Published 29 days ago • 78
DeepSeekMath-V2: Towards Self-Verifiable Mathematical Reasoning Paper • 2511.22570 • Published Nov 27, 2025 • 86
DataFlow: An LLM-Driven Framework for Unified Data Preparation and Workflow Automation in the Era of Data-Centric AI Paper • 2512.16676 • Published 21 days ago • 203
Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning Paper • 2512.07461 • Published Dec 8, 2025 • 75
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models Paper • 2512.02556 • Published Dec 2, 2025 • 246
Less is More: Recursive Reasoning with Tiny Networks Paper • 2510.04871 • Published Oct 6, 2025 • 501
Wait, We Don't Need to "Wait"! Removing Thinking Tokens Improves Reasoning Efficiency Paper • 2506.08343 • Published Jun 10, 2025 • 54